1 code implementation • 14 Nov 2022 • Byungho Jo, Donghyeon Cho, In Kyu Park, Sungeun Hong
Existing face restoration models have relied on general assessment metrics that do not consider the characteristics of facial regions.
1 code implementation • 19 Oct 2022 • Youjia Zhang, Soyun Choi, Sungeun Hong
Crowd counting research has made significant advancements in real-world applications, but it remains a formidable challenge in cross-modal settings.
no code implementations • 25 Apr 2022 • Kyeongtak Han, Youngeun Kim, Dongyoon Han, Sungeun Hong
To solve these, we fully utilize pseudo labels of the unlabeled target domain by leveraging loss prediction.
no code implementations • ICCV 2021 • Farkhod Makhmudkhujaev, Sungeun Hong, In Kyu Park
Learned personalized age features are identity information that is recalibrated according to the target age.
no code implementations • 7 Aug 2020 • Youngeun Kim, Sungeun Hong, Seunghan Yang, Sungil Kang, Yunho Jeon, Jiwon Kim
Our Associative Partial Domain Adaptation (APDA) utilizes intra-domain association to actively select out non-trivial anomaly samples in each source-private class that sample-level weighting cannot handle.
3 code implementations • 3 Jul 2020 • Youngeun Kim, Donghyeon Cho, Kyeongtak Han, Priyadarshini Panda, Sungeun Hong
Our key idea is to leverage a pre-trained model from the source domain and progressively update the target model in a self-learning manner.
no code implementations • 18 Jun 2019 • Donghyeon Cho, Sungeun Hong, Sungil Kang, Jiwon Kim
After M-th frame, we select K IDs based on video saliency and frequency of appearance; then only these key IDs are tracked through the remaining frames.
no code implementations • 3 Oct 2018 • Sungeun Hong, Wonjin Jung, Ilsang Woo, Seung Wook Kim
Over the past decade, there has been a growing interest in human pose estimation.
no code implementations • 20 Jun 2018 • Jaehong Kim, Sungeun Hong, Yongseok Choi, Jiwon Kim
Slicing doubly nested network gives a working sub-network.
2 code implementations • 22 Apr 2017 • Sungeun Hong, Woobin Im, Hyun S. Yang
Up to now, only limited research has been conducted on cross-modal retrieval of suitable music for a specified video or vice versa.
no code implementations • 15 Feb 2017 • Sungeun Hong, Jongbin Ryu, Woobin Im, Hyun S. Yang
A fully connected layer is used to select the key frames and key segments, while the convolutional layer is used to describe them.
1 code implementation • 14 Feb 2017 • Sungeun Hong, Woobin Im, Jongbin Ryu, Hyun S. Yang
In the proposed approach, domain adaptation, feature extraction, and classification are performed jointly using a deep architecture with domain-adversarial training.